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Mamba2 fused intra chunk diagonal computation

38 eligible runs
ssm

Fused intra-chunk diagonal computation for Mamba2 SSD that combines segment_sum for causal masking, B/C matrix contraction to form attention-like weights G, and application of exponential decay mask L to compute Y_diag. This is the most memory-intensive part of the chunked parallel scan.

Fastest reported
12.2µsmean · 89% of SOL
doubleAILicense unknown · unknown

Reported evidence · last observed 2026-07-10. Reported by source; not independently reproduced. No public source. License unknown.

No public sourceRun detail →

Current records

Workloadsuite of 14 cases · mean latencyhead_dim = 128 · n_groups = 8 · num_heads = 32 · chunk_size = 128 · state_size = 12814 cases

Not measured on H100 for this workload. Challenges →

Source-native comparison · GPU NVIDIA B200 · Workload suite of 14 cases · mean latency · Protocol SOL-ExecBench evaluation stack v1.1 · mean · 26 results · last observed 2026-08-23Record history →
#
Implementation
Latency
vs #1
Trust
Observed
1
12.2µs89% SOL
1.00×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
2
12.5µs89% SOL
1.03×
Reported · license unknown · no source
2026-08-23

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
3
13.3µs88% SOL
1.09×
Reported · license unknown · no source
2026-08-16

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
4
13.5µs87% SOL
1.11×
Reported · license unknown · no source
2026-07-13

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
5
13.5µs88% SOL
1.11×
Reported · license unknown · no source
2026-07-12

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
6
13.7µs87% SOL
1.13×
Reported · license unknown · no source
2026-07-27

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
7
14.9µs86% SOL
1.22×
Reported · license unknown · no source
2026-07-27

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
8
16.7µs84% SOL
1.37×
Reported · license unknown · no source
2026-08-23

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
9
17.1µs83% SOL
1.41×
Reported · license unknown · no source
2026-08-22

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
10
17.2µs83% SOL
1.42×
Reported · license unknown · no source
2026-08-23

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
11
17.3µs83% SOL
1.42×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
12
17.9µs82% SOL
1.47×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
13
18.2µs82% SOL
1.50×
Reported · license unknown · no source
2026-08-16

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
14
18.5µs82% SOL
1.52×
Reported · license unknown · no source
2026-08-19

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
15
19.0µs81% SOL
1.56×
Reported · license unknown · no source
2026-08-13

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
16
20.0µs80% SOL
1.65×
Reported · license unknown · no source
2026-08-12

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
17
20.1µs80% SOL
1.65×
Reported · license unknown · no source
2026-08-12

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
18
20.1µs80% SOL
1.65×
Reported · license unknown · no source
2026-08-12

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
19
21.2µs79% SOL
1.75×
Reported · license unknown · no source
2026-07-16

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
20
21.3µs80% SOL
1.75×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
21
21.7µs78% SOL
1.79×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
22
21.8µs78% SOL
1.80×
Reported · license unknown · no source
2026-07-24

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
23
35.5µs67% SOL
2.92×
Reported · license unknown · no source
2026-08-15

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
24
38.5µs65% SOL
3.16×
Reported · license unknown · no source
2026-08-14

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
25
109.1µs39% SOL
8.97×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
26
120.5µs37% SOL
9.91×
Reported · license unknown · no source
2026-07-24

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →

Implementations

Implementation
Runtime
Best latency
Evidence
Availability
unknown
11.9µs
1.00×
Reported
license unknown · no source
unknown
12.5µs
1.05×
Reported
license unknown · no source
unknown
13.3µs
1.12×
Reported
license unknown · no source
unknown
13.5µs
1.13×
Reported
license unknown · no source
unknown
16.7µs
1.40×
Reported
license unknown · no source
unknown
17.1µs
1.44×
Reported
license unknown · no source
unknown
20.9µs
1.76×
Reported
license unknown · no source
unknown
21.3µs
1.79×
Reported
license unknown · no source
Show all 38 implementations ›
unknown
21.2µs
1.79×
Reported
license unknown · no source
unknown
70.1µs
5.90×
Reported
license unknown · no source
unknown
104.2µs
8.77×
Reported
license unknown · no source
unknown
14.9µs
1.25×
Reported
license unknown · no source
unknown
16.5µs
1.39×
Reported
license unknown · no source
unknown
17.3µs
1.46×
Reported
license unknown · no source
unknown
17.1µs
1.44×
Reported
license unknown · no source
unknown
17.2µs
1.45×
Reported
license unknown · no source
unknown
17.9µs
1.51×
Reported
license unknown · no source
unknown
18.2µs
1.53×
Reported
license unknown · no source
unknown
18.5µs
1.56×
Reported
license unknown · no source
unknown
19.0µs
1.60×
Reported
license unknown · no source
unknown
20.0µs
1.68×
Reported
license unknown · no source
unknown
20.0µs
1.69×
Reported
license unknown · no source
unknown
20.1µs
1.69×
Reported
license unknown · no source
unknown
20.1µs
1.69×
Reported
license unknown · no source
unknown
21.3µs
1.79×
Reported
license unknown · no source
unknown
21.7µs
1.83×
Reported
license unknown · no source
unknown
21.8µs
1.84×
Reported
license unknown · no source
unknown
24.4µs
2.05×
Reported
license unknown · no source
unknown
29.2µs
2.46×
Reported
license unknown · no source
unknown
35.5µs
2.99×
Reported
license unknown · no source
unknown
38.5µs
3.24×
Reported
license unknown · no source
unknown
41.7µs
3.51×
Reported
license unknown · no source
unknown
109.1µs
9.18×
Reported
license unknown · no source
unknown
120.5µs
10.14×
Reported
license unknown · no source
unknown
340.1µs
28.63×
Reported
license unknown · no source
unknown
12.2µs
1.02×
Reported
license unknown · no source
unknown
13.5µs
1.14×
Reported
license unknown · no source
unknown
13.7µs
1.15×
Reported
license unknown · no source

Semantics

Inputs and outputs
hidden_statesbf16 [batch_size, num_chunks, chunk_size, num_heads, head_dim]
a_cumsumbf16 [batch_size, num_heads, num_chunks, chunk_size]
bbf16 [batch_size, num_chunks, chunk_size, n_groups, state_size]
cbf16 [batch_size, num_chunks, chunk_size, n_groups, state_size]
y_diagbf16 [batch_size, num_chunks, chunk_size, num_heads, head_dim]
Axes and behavior
head_dimconstant = 128
n_groupsconstant = 8
num_headsconstant = 32
batch_sizevariable
chunk_sizeconstant = 128
num_chunksvariable
state_sizeconstant = 128
determinismunspecified
constraintsNo mutation or aliasing
Identity
alias070_mamba2_fused_intra_chunk_diagonal_computationmodelnvidia-nemotron-3-nano-30b-a3b-fp8sha25668ebcd156a27…
Sources: NVIDIA SOL-ExecBench (2026-08-23)last observed 2026-08-23How records are decidedJSON